ArticleACS nano medicine2026
Revisiting Colloid Theory for Biomedicine: Reconciling Simple Models in Complex Environments.
Article in ACS nano medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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2 authors.
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Abstract
Colloidal science provides predictive frameworks for particle stability and interactions, yet applying these classical models to biological systems requires extending them to account for the complex and dynamic conditions present in physiological environments. Theories such as Derjaguin-Landau-Verwey-Overbeek (DLVO) were developed to describe interactions in carefully defined colloidal systems. When applied to biological environments, additional factors, including soft interfaces, evolving protein adsorption layers, and macromolecular crowding, must be incorporated to capture the full interaction landscape. Consequently, nanoparticles designed under traditional assumptions often behave unpredictably
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.